搜索资源列表
newpnn
- 基于GMM的概率神经网络PNN具有良好的泛化能力，快速的学习能力，易于在线更新,并具有统计学的贝叶斯估计理论基础，已成为一种解决像说话人识别、文字识别、医疗图像识别、卫星云图识别等许多实际困难分类问题的很有效的工具。而且PNN不但具有GMM的大部分优点，还具有许多GMM没有的优点，如强鲁棒性，需要更少的训练语料，可以和其他网络其他理论无缝整合等。-GMM based probabilistic neural network PNN good generalization ability, the
svlib_pc
- This class library contains more than 20 classes including feature extraction algorithms (MFCC, LPCC) and modeling techniques (HMM, GMM, DTW, VQ ) for automatic speech recognition and speaker verification
YuyinShiyan
- 使用voicebox进行说话人识别,初步介绍如何用GMM（Gaussian Mixture Model）的方法来进行说话人辨识（Speaker Identification），并在Matlab下，尝试通过调整参数来提高得分-For speaker recognition using the voicebox, initially describes how to use GMM (Gaussian Mixture Model) approach to speaker recognition (S
GMMyuyinshibie
- 两篇很好的基于GMM的说话人识别技术研究论文，《基于GMM的说话人识别技术研究与实现 》 《基于GMM的说话人识别技术研究与实现 》，NH文件格式，中国知网付费下载。-Two very good people speak of the GMM-based recognition technology research papers, " GMM-based Speaker Recognition technology research and implementation"
speakerrecognition
- 本程序是基于matlab的语者识别系统。采用mfcc算法进行提取语音特征，用gmm算法进行匹配。-This procedure is based on a speaker recognition system matlab. Mfcc algorithm using speech feature extraction, matching algorithms using gmm.
10.1.1.4.2135
- Usually, speaker recognition systems do not take into account the short–term dependence between the vocal source and the vocal tract. A feasibility study that retains this dependence is presented here. A model of joint probability functions of the pi
A-Hybrid-GMMSVM-System-for-Text
- GMM-SVM combined for speaker verification-GMM-SVM combined for speaker verification
m
- 基于HMM或者GMM模型的说话人识别系统的实现及改进-Speaker recognition system based on HMM or GMM model and improvement
GMM_kmeans_mix
- 用于说话人识别（声纹识别）训练过程或识别过程的高斯混合模型-GMM model for training process or testing process of Speaker recognition
GMM_SID
- 用于说话人识别（声纹识别）中训练过程和识别过程的高斯混合模型程序-GMM model for the training process or test process of speaker identification
auto1
- AUTOMATIC SPEAKER RECOGNIZATION AND IDENTIFICATION USING GMM.HERE READ SIGNALS FROM EAR PHONES
genderFormantTracker(matlab)
- 说话人性别识别matlab程序，基音检测、共振峰检测、GMM模型识别-Speaker sex recognition matlab program, pitch detection, formant detection, GMM model identification
Synthetic Speech Detector Example
- Detects synthetic speech based on interframe difference of log likelihood of claimed speaker s GMM.
SyntheticSpeechDetector
- computes inter frame differenc of log likelihood of calimed speaker s GMM.
GMM_UBM
- Combine GMM and UBM in speaker recognition
MSR-Identity-Toolkit-v1.0
- 微软研究院的说话人识别工具包，包括GMM-UBM、I-Vector。其中demo_gmm_ubm_artificial.m和demo_ivector_plda_artificial.m为生成模拟特征参数进行训练与识别的教学示例，十分适合初学者学习说话人识别基础算法。具体使用方法请看内部文档。-Microsoft Research s speaker recognition toolkit, including GMM-UBM, I-Vector. Demo_gmm_ubm_artificial.
MixtGaussian
- 在matlab环境运行。基于GMM的说话人识别程序源代码，可直接运行。有详细的文件资料-Matlab environment runs. GMM based speaker recognition program source code, can be directly run. Detailed documentation
speaker-recognition-master
- example of speech processing to execute
Speech Processing Analysis - MATLAB
- The number of states in GMM as the generative model of the frames is obtained using k-means algorithm. This also helps to initialize the mean vector and the covariance matrix of the individual state of the GMM. The training LPC frames collected fro
SpeakerVoiceIdentifier-master
- 用C++完成的基于MFCC和GMM的说话人识别软件。(Speaker recognition software based on MFCC and GMM is completed with C++.)